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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026
Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026
MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models NAACL 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation CVPR 2025
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model CVPR 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts WACV 2025
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025
Towards Zero-Shot 3D Anomaly Localization WACV 2025
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025
Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual CVPR 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025
Speech-to-Speech Machine Translation for Dialectal Variations of Hindi IJCNLP 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
Exploring Language Model Generalization in Low-Resource Extractive QA COLING 2025
Multi-subject Open-set Personalization in Video Generation CVPR 2025
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025
Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025